Triple
T3767505
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ibrahim Maalouf |
E82714
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Maalouf
Maalouf is a Lebanese family name borne by numerous notable figures in literature, music, and public life across the Middle East and diaspora.
|
E386067
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Maalouf | Statement: [Ibrahim Maalouf, familyName, Maalouf]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maalouf Context triple: [Ibrahim Maalouf, familyName, Maalouf]
-
A.
Émile Habibi
Émile Habibi was a prominent Palestinian Arab-Israeli writer and politician best known for his satirical novel "The Secret Life of Saeed: The Pessoptimist."
-
B.
John Refoua
John Refoua was an American film editor best known for his work on major Hollywood productions such as "Avatar" and "Southpaw."
-
C.
Jean-Jacques Goldman
Jean-Jacques Goldman is a hugely influential French singer-songwriter and producer, renowned for his solo career and for writing many of Céline Dion’s most famous French-language songs.
-
D.
Souhayr Belhassen
Souhayr Belhassen is a Tunisian journalist and prominent human rights activist known for her leadership in international human rights organizations.
-
E.
Lola Khondji
Lola Khondji is a French filmmaker and cinematographer known for her work on visually distinctive, often experimental short films and music videos.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Maalouf Triple: [Ibrahim Maalouf, familyName, Maalouf]
Generated description
Maalouf is a Lebanese family name borne by numerous notable figures in literature, music, and public life across the Middle East and diaspora.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maalouf Target entity description: Maalouf is a Lebanese family name borne by numerous notable figures in literature, music, and public life across the Middle East and diaspora.
-
A.
Émile Habibi
Émile Habibi was a prominent Palestinian Arab-Israeli writer and politician best known for his satirical novel "The Secret Life of Saeed: The Pessoptimist."
-
B.
John Refoua
John Refoua was an American film editor best known for his work on major Hollywood productions such as "Avatar" and "Southpaw."
-
C.
Jean-Jacques Goldman
Jean-Jacques Goldman is a hugely influential French singer-songwriter and producer, renowned for his solo career and for writing many of Céline Dion’s most famous French-language songs.
-
D.
Souhayr Belhassen
Souhayr Belhassen is a Tunisian journalist and prominent human rights activist known for her leadership in international human rights organizations.
-
E.
Lola Khondji
Lola Khondji is a French filmmaker and cinematographer known for her work on visually distinctive, often experimental short films and music videos.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ad8b207b0081909d2b48843fbd8795 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcc2bdf6c819088d3c6ace83ca5ea |
completed | March 8, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e5251d2481909f692937271a8013 |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e73b64388190b1f32a9ec498bf11 |
completed | March 14, 2026, 4:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e78a5dcc8190b25c9a35728bfb94 |
completed | March 14, 2026, 4:43 a.m. |
Created at: March 8, 2026, 3:35 p.m.